12/18/2017

Overview

The recently released tax bill have raised a big controversy. The objective of my project is to analyze how public comments change over two weeks after the tax bill released. The data is pulled from twitter during the the first week (12.01-12.08) and the second week (12.10-12.18). I use text mining, plotly, sentiment analysis, word clouds and map to show the public attitude's trend over the two weeks.

Methods

  • Barplots & Plotly
  • Sentiment Analysis
  • Word Clouds
  • Map

Barplots & Plotly: first week

Barplots & Plotly: second week

Sentiment Analysis: first week

Sentiment Analysis: first week

Sentiment Analysis: second week

Word Clouds: first week

Word Clouds: second week

Map: second week

## Map from URL : http://maps.googleapis.com/maps/api/staticmap?center=42.342912,-79.30897&zoom=5&size=640x640&scale=2&maptype=terrain&language=en-EN&sensor=false